Classification

TabPFN Unleashed: A Scalable and Effective Solution to Tabular Classification Problems ICML 2025 TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks ICLR 2025 TabXEval: Why this is a Bad Table? An eXhaustive Rubric for Table Evaluation ACL 2025 Tackling Social Bias against the Poor: a Dataset and a Taxonomy on Aporophobia NAACL 2025 TagRouter: Learning Route to LLMs through Tags for Open-Domain Text Generation Tasks ACL 2025 TAIL-MIL: Time-Aware and Instance-Learnable Multiple Instance Learning for Multivariate Time Series Anomaly Detection AAAI 2025 Talent: A Tabular Analytics and Learning Toolbox JMLR 2025 Talking Point based Ideological Discourse Analysis in News Events ACL 2025 Tapping into Social Media in Crisis: A Survey ACL 2025 TartanTritons at SemEval-2025 Task 10: Multilingual Hierarchical Entity Classification and Narrative Reasoning using Instruct-Tuned LLMs SemEval 2025 Task-Aware Evaluation and Error-Overlap Analysis for Large Language Models AACL 2025 Taxonomy-Aware Evaluation of Vision-Language Models CVPR 2025 TDDBench: A Benchmark for Training data detection ICLR 2025 Teaching by Failure: Counter-Example–Driven Curricula for Transformer Self-Improvement IJCNLP 2025 Team A at SemEval-2025 Task 11: Breaking Language Barriers in Emotion Detection with Multilingual Models SemEval 2025 Team_Catalysts@DravidianLangTech 2025: Leveraging Political Sentiment Analysis using Machine Learning Techniques for Classifying Tamil Tweets NAACL 2025 TeamHateMate at BLP Task1: Divide and Conquer: A Two-Stage Cascaded Framework with K-Fold Ensembling for Multi-Label Bangla Hate Speech Classification AACL 2025 Team Horizon at BHASHA Task 2: Fine-tuning Multilingual Transformers for Indic Word Grouping AACL 2025 Team INSAntive at SemEval-2025 Task 10: Hierarchical Text Classification using BERT SemEval 2025 Team INSAntive at SlavicNLP-2025 Shared Task: Data Augmentation and Enhancement via Explanations for Persuasion Technique Classification ACL 2025 Team KiAmSo at SemEval-2025 Task 11: A Comparison of Classification Models for Multi-label Emotion Detection SemEval 2025 TeamVision@DravidianLangTech 2025: Detecting AI generated product reviews in Dravidian Languages NAACL 2025 TechExperts(IPN) at GenAI Detection Task 1: Detecting AI-Generated Text in English and Multilingual Contexts COLING 2025 TechSSN3 at SemEval-2025 Task 11: Multi-Label Emotion Detection Using Ensemble Transformer Models and Lexical Rules SemEval 2025 TechSSN3 at SemEval-2025 Task 9: Food Hazard and Product Detection - Category Identification and Vector Prediction SemEval 2025